DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes

Abner Guzmán-Rivera, Pushmeet Kohli, Dhruv Batra. DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes. In Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013. Volume 31 of JMLR Proceedings, pages 316-324, JMLR.org, 2013. [doi]

Abstract

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